Data Mining Algorithms

Authors

• Manjunath Naik
• Amit Ramani

Implementation in Java

Agglomerative Clustering, Apriori Algorithm, Decision Tree (ID3), K-Means Algorithm, Naive Bayes Classifier are written in Java using JDK 16

Build

javac filename.java

Run

java filename.java

Implementation in Python

Hits Algorithm, Linear Regression, Euclidean Distance are written in Python 3.6.1

Run

python filename.py

Algorithms

The following algorithms have been implemented in Java and Python for the course Data Warehousing & Mining Lab (Lab Code: CSL603) - Semester 6 of Computer Engineering Department in UNIVERSITY OF MUMBAI.

• Agglomerative Clustering
• Apriori Algorithm
• Decision Tree (ID3)
• K-Means Algorithm
• Naive Bayes Classifier
• Hits Algorithm
• Linear Regression
• Euclidean Distance
• OLAP